所获,不止Oracle之B-Tree目录
所获,不止Oracle之B-Tree索引
/* 索引 索引由三部分组成,根块(root),Branch(茎块),Leaf(叶子块)。其中Leaf块主要存储了key column value(索引列具体值),以及能具体 定位到数据块位置的rowid。 索引的创建过程: 1.要建索引先排序,将索引列的值顺序取出,及该行的rowid放入到内存中。 2.依次将内存中的顺序存放的值和rowid存放入索引块中。 3.当填满两个索引块后,oracle会产生一个块,用于管理同级的叶子块。这个块记录了叶子块的信息,并不记录索引列的键值,所以使用的空间比较少。 4.当管理叶子块的块被填满后,oracle又会产生一个上一级管理块,依次循环。同级两块需要管理。 索引结构的三大重要特点 1.索引的高度比较低 2.索引存储列值 3.索引本身是有序的 */ ----------------------------------------------索引高度较低验证----------------------------------------- --索引的大小和高度是巨大差别的,可能大小差好多倍,但高度却一样。 --构造T1-T7表,记录从5到500W CREATE TABLE T1 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=5; CREATE TABLE T2 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=50; CREATE TABLE T3 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=500; CREATE TABLE T4 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=5000; CREATE TABLE T5 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=50000; CREATE TABLE T6 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=500000; CREATE TABLE T7 AS SELECT ROWNUM AS ID,ROWNUM+1 AS ID2 FROM DUAL CONNECT BY LEVEL<=5000000; --创建索引 CREATE INDEX IDX_ID_T1 ON T1(ID); CREATE INDEX IDX_ID_T2 ON T2(ID); CREATE INDEX IDX_ID_T3 ON T3(ID); CREATE INDEX IDX_ID_T4 ON T4(ID); CREATE INDEX IDX_ID_T5 ON T5(ID); CREATE INDEX IDX_ID_T6 ON T6(ID); CREATE INDEX IDX_ID_T7 ON T7(ID); --查看索引大小 SELECT SEGMENT_NAME,BYTES/1024 FROM DBA_SEGMENTS WHERE SEGMENT_NAME IN ( 'IDX_ID_T1', 'IDX_ID_T2', 'IDX_ID_T3', 'IDX_ID_T4', 'IDX_ID_T5', 'IDX_ID_T6', 'IDX_ID_T7' ); --查看索引高度 SELECT INDEX_NAME, BLEVEL,--索引高度,BLEVEL=0表示1层,BLEVEL=1表示2层 LEAF_BLOCKS,--Number of leaf blocks in the index NUM_ROWS, DISTINCT_KEYS, CLUSTERING_FACTOR FROM USER_IND_STATISTICS WHERE TABLE_NAME IN ('T1', 'T2', 'T3', 'T4', 'T5', 'T6', 'T7'); INDEX_NAME BLEVEL LEAF_BLOCKS NUM_ROWS DISTINCT_KEYS CLUSTERING_FACTOR ----------------------- ----------- ---------- ------------- ----------------- IDX_ID_T1 0 1 5 5 1 IDX_ID_T2 0 1 50 50 1 IDX_ID_T3 1 2 500 500 1 IDX_ID_T4 1 11 5000 5000 9 IDX_ID_T5 1 110 50000 50000 101 IDX_ID_T6 2 1113 500000 500000 1035 IDX_ID_T7 2 12023 5134040 4994100 22527 --相比T6表与T7表的查询效率,使用索引的查询效率一致,因为索引的高度低 --以下内容已多次执行消除 物理读和递归 admin@ORCL> select * from T6 where id = 10; 已用时间: 00: 00: 00.07 执行计划 ---------------------- Plan hash value: 1902844584 ------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time ------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 9 | 4 (0)| 00:00: | 1 | TABLE ACCESS BY INDEX ROWID| T6 | 1 | 9 | 4 (0)| 00:00: |* 2 | INDEX RANGE SCAN | IDX_ID_T6 | 1 | | 3 (0)| 00:00: ------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("ID"=10) 统计信息 ---------------------- 0 recursive calls 0 db block gets 5 consistent gets 0 physical reads 0 redo size 462 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed admin@ORCL> select * from T7 where id = 10; 已用时间: 00: 00: 00.01 执行计划 ---------------------- Plan hash value: 1124755243 ----------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 11 | 4 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| T7 | 1 | 11 | 4 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX_ID_T7 | 1 | | 3 (0)| 00:00:01 | ----------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("ID"=10) 统计信息 ---------------------- 0 recursive calls 0 db block gets 5 consistent gets 0 physical reads 0 redo size 462 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --DUMP索引结构,一探究竟 admin@ORCL> column object_name for a20 admin@ORCL> SELECT OBJECT_ID, OBJECT_NAME FROM DBA_OBJECTS WHERE OBJECT_NAME IN ('IDX_ID_T1'); OBJECT_ID OBJECT_NAME ---------- -------------------- 65143 IDX_ID_T1 --DUMP后存放的trace文件后缀 SELECT SPID FROM V$PROCESS WHERE ADDR = (SELECT PADDR FROM V$SESSION WHERE SID = (SELECT DISTINCT SID FROM V$MYSTAT)); SPID ------------ 6704 --DUMP索引"结构" alter system set events 'immediate trace name treedump level 65143'; --存放在以22408结尾的trace文件中 SELECT SPID FROM V$PROCESS WHERE ADDR = (SELECT PADDR FROM V$SESSION WHERE SID = (SELECT DISTINCT SID FROM V$MYSTAT)); --索引结构如下: --只有一个叶子节点 0x代表16进制数,16798212是前面16进制转化为10进制的数 --以下内容记录了leaf对应的文件号和块号 ----- begin tree dump leaf: 0x1005204 16798212 (0: nrow: 5 rrow: 5) ----- end tree dump --将16进制为10进制的数 admin@ORCL> select to_number('1005204','xxxxxxx') from dual; TO_NUMBER('1005204','XXXXXXX') ------------------------------ 16798212 --获取数据块的文件编号,及块编号 admin@ORCL> SELECT DBMS_UTILITY.DATA_BLOCK_ADDRESS_FILE(16798212) FROM DUAL; DBMS_UTILITY.DATA_BLOCK_ADDRESS_FILE(16798212) ---------------------------------------------- 4 admin@ORCL> SELECT DBMS_UTILITY.DATA_BLOCK_ADDRESS_BLOCK(16798212) FROM DUAL; DBMS_UTILITY.DATA_BLOCK_ADDRESS_BLOCK(16798212) ----------------------------------------------- 20996 --从以下结果可以看出leaf块确实在分配的空间中 admin@ORCL> SELECT SEGMENT_NAME,BLOCK_ID,BLOCKS,RELATIVE_FNO FROM DBA_EXTENTS WHERE SEGMENT_NAME = 'IDX_ID_T1'; SEGMENT_NAME BLOCK_ID BLOCKS RELATIVE_FNO -------------------- ---------- ---------- ------------ IDX_ID_T1 20993 8 4 --DUMP 数据块 ALTER SYSTEM DUMP DATAFILE 4 BLOCK 20996; --DUMP内容如下 row#0[8024] flag: ------, lock: 0, len=12 col 0; len 2; (2): c1 02 --十六进制 col 1; len 6; (6): 01 00 03 cc 00 00 row#1[8012] flag: ------, lock: 0, len=12 col 0; len 2; (2): c1 03 col 1; len 6; (6): 01 00 03 cc 00 01 row#2[8000] flag: ------, lock: 0, len=12 col 0; len 2; (2): c1 04 col 1; len 6; (6): 01 00 03 cc 00 02 row#3[7988] flag: ------, lock: 0, len=12 col 0; len 2; (2): c1 05 col 1; len 6; (6): 01 00 03 cc 00 03 row#4[7976] flag: ------, lock: 0, len=12 col 0; len 2; (2): c1 06 col 1; len 6; (6): 01 00 03 cc 00 04 ----- end of leaf block dump ----- End dump data blocks tsn: 4 file#: 4 minblk 20996 maxblk 20996 --查看1转化为16进制的值为 c1,2 admin@ORCL> select dump(1,16) from dual; DUMP(1,16) ----------------- Typ=2 Len=2: c1,2 --4位二进制数表示16进制数 a在16进制中表示 10,b 代表 11,c为12 d为13 01 00 03 cc 00 00 0000 0001 0000 0000 0000 0011 1100 1100 0000 0000 0000 0000 --上面转化为二进制后,前十位为文件编号,后22个二进制数据为块编号,后面的数字为第几行 --从结果可以看出,索引内容中包含了索引列的值,及该条记录的rowid 后3部分内容。表段的OBJECT_ID是没有必要的 0000 0001 00: 4 00 0000 0000 0011 1100 1100 : 972 0000 0000 0000 0000: 0 SELECT ROWID, T1.* FROM T1; admin@ORCL> SELECT DBMS_ROWID.ROWID_OBJECT(ROWID) OBJECT_ID, 2 DBMS_ROWID.ROWID_RELATIVE_FNO(ROWID) FILE_ID, 3 DBMS_ROWID.ROWID_BLOCK_NUMBER(ROWID) BLOCK_ID, 4 DBMS_ROWID.ROWID_ROW_NUMBER(ROWID) NUM 5 FROM T1; OBJECT_ID FILE_ID BLOCK_ID NUM ---------- ---------- ---------- ---------- 65136 4 972 0 65136 4 972 1 65136 4 972 2 65136 4 972 3 65136 4 972 4 --分区索引与全局索引的总结 --若建立的非前缀的索引,且无法有效的应用到分区条件,则最好建为全局索引。 --若考虑业务的查询只会集中在一个或少数几个分区,则最好建成分区索引 ----------------------------------------------巧用索引存储列植----------------------------------------- /* 总结: sum/avg在是否为空都不会影响结果值,但Oracle必须列为非空才可以用到索引 max/min在列在非空或空,均可以用到索引 count(*)必须索引列不为空才可以,因为count(*)会统计空值. count(column)时,不论column是否为空,都会用到此列的索引列。因为count(column)不统计空。 */ --count --什么时候索引扫描比全表扫描高效很多? --当在大表上一个非空而且长度很短的列创建索引,这时索引的体积相对表来说特别小,那效率就高很多了。 DROP TABLE T PURGE; CREATE TABLE T AS SELECT * FROM DBA_OBJECTS; --没有应用到索引,因为object_id 可能为空 admin@ORCL> select count(*) from t; 执行计划 ---------------------- Plan hash value: 2966233522 ------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ------------------------------- | 0 | SELECT STATEMENT | | 1 | 161 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | TABLE ACCESS FULL| T | 57075 | 161 (2)| 00:00:02 | ------------------------------- --限制后为非空后,Oracle会使用到索引,因为索引不存储空值 admin@ORCL> SELECT COUNT(*) FROM T WHERE OBJECT_ID IS NOT NULL; 执行计划 ---------------------- Plan hash value: 1131838604 --------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | 13 | | | |* 2 | INDEX FAST FULL SCAN| IDX_OBJECT_ID | 57075 | 724K| 30 (4)| 00:00:01 | --------------------------------------------------- --若是只统计object_id,Oracle会走索引,这点有点小奇怪,但经过测试,Oracle count单列的时候是不统计空值的,但统计count(*)时, --哪怕整行都是空值,Oracle仍会记录此条记录。 admin@ORCL> SELECT COUNT(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 1131838604 --------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FAST FULL SCAN| IDX_OBJECT_ID | 57075 | 724K| 30 (4)| 00:00:01 | --------------------------------------------------- --修改字段OBJECT_ID 为非空,Oracle则会自动应用OBJECT_ID上面的索引 ALTER TABLE T MODIFY OBJECT_ID NOT NULL; admin@ORCL> SELECT COUNT(*) FROM T; 执行计划 ---------------------- Plan hash value: 1131838604 ------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | INDEX FAST FULL SCAN| IDX_OBJECT_ID | 57075 | 30 (4)| 00:00:01 | ------------------------------------------- --SUM/AVG优化 DROP TABLE T PURGE; CREATE TABLE T AS SELECT * FROM DBA_OBJECTS; CREATE INDEX IDX_T_OBJECT_ID ON T(OBJECT_ID); --SUM与AVG均没有用到索引,这个蛮奇怪,因为SUM与AVG的计算中均没有NULL记录的运算 admin@ORCL> SELECT SUM(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 2966233522 --------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 162 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | TABLE ACCESS FULL| T | 57075 | 724K| 162 (2)| 00:00:02 | --------------------------------------- admin@ORCL> SELECT AVG(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 2966233522 --------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 162 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | TABLE ACCESS FULL| T | 57075 | 724K| 162 (2)| 00:00:02 | --------------------------------------- --将OBJECT_ID设置为非空后,就可以用到索引。这点也蛮奇怪,可以sum是不包含空值的,但Oracle却不走索引。这点记住就好了 ALTER TABLE T MODIFY OBJECT_ID NOT NULL; admin@ORCL> SELECT SUM(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 1572773910 ----------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 57075 | 724K| 30 (4)| 00:00:01 | ----------------------------------------------------- admin@ORCL> SELECT AVG(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 1572773910 ----------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 57075 | 724K| 30 (4)| 00:00:01 | ----------------------------------------------------- Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 119 consistent gets 0 physical reads 0 redo size 433 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --执行计划可以看出,count,sum,avg连续三个聚合语句写在一块使用的资源与单个avg是一致的。这是因为一次扫描索引块,就可以同时解决三个问题。 admin@ORCL> SELECT SUM(OBJECT_ID),AVG(OBJECT_ID),COUNT(*) FROM T; 执行计划 ---------------------- Plan hash value: 1572773910 ----------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 30 (4)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 57075 | 724K| 30 (4)| 00:00:01 | ----------------------------------------------------- Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 119 consistent gets 0 physical reads 0 redo size 567 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --测试MAX/MIN函数的优化,这时哪怕字段可以为NULL,仍可以用到索引 --INDEX FULL SCAN (MIN/MAX):无论多大的索引,此操作都会非常快,因为索引是有序的,它只要去索引头块和索引尾块,即可查询到MIN/MAX值 ALTER TABLE T MODIFY OBJECT_ID NULL; admin@ORCL> SELECT MAX(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 1152835269 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 162 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FULL SCAN (MIN/MAX)| IDX_T_OBJECT_ID | 57075 | 724K| | | ---------------------------------------------------------- admin@ORCL> SELECT MIN(OBJECT_ID) FROM T; 执行计划 ---------------------- Plan hash value: 1152835269 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 13 | 162 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | 13 | | | | 2 | INDEX FULL SCAN (MIN/MAX)| IDX_T_OBJECT_ID | 57075 | 724K| | | ---------------------------------------------------------- --此处没有用到索引,看到Oracle的优化器也不是太智能。 admin@ORCL> select max(object_id),min(object_id) from t; 执行计划 ---------------------- Plan hash value: 2966233522 --------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------- | 0 | SELECT STATEMENT | | 1 | 5 | 162 (2)| 00:00:02 | | 1 | SORT AGGREGATE | | 1 | 5 | | | | 2 | TABLE ACCESS FULL| T | 50826 | 248K| 162 (2)| 00:00:02 | --------------------------------------- --换种写法,就可以走索引了 SELECT MAX,MIN FROM (SELECT MAX(OBJECT_ID) MAX FROM T) A,(SELECT MIN(OBJECT_ID) MIN FROM T) B; admin@ORCL> SELECT MAX,MIN FROM (SELECT MAX(OBJECT_ID) MAX FROM T) A,(SELECT MIN(OBJECT_ID) MIN FROM T) B 执行计划 ---------------------- Plan hash value: 3758149690 ------------------------------------------------------------ | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ------------------------------------------------------------ | 0 | SELECT STATEMENT | | 1 | 26 | 323 (2)| 00:00:04 | | 1 | NESTED LOOPS | | 1 | 26 | 323 (2)| 00:00:04 | | 2 | VIEW | | 1 | 13 | 162 (2)| 00:00:02 | | 3 | SORT AGGREGATE | | 1 | 5 | | | | 4 | INDEX FULL SCAN (MIN/MAX)| IDX_T_OBJECT_ID | 50826 | 248K| | | | 5 | VIEW | | 1 | 13 | 162 (2)| 00:00:02 | | 6 | SORT AGGREGATE | | 1 | 5 | | | | 7 | INDEX FULL SCAN (MIN/MAX)| IDX_T_OBJECT_ID | 50826 | 248K| | | ------------------------------------------------------------ 统计信息 ---------------------- 1 recursive calls 0 db block gets 4 consistent gets --索引回表 --TABLE ACCESS BY INDEX ROWID,实际上是查询返回的值不在索引里面,索引需要根据rowid返回表,去查询得出。 --若查询的列可以在索引中查询到,则可以避免回表 --若需要查询多列,可以考虑建立复合索引,但要注意平衡,如果联合索引太多,必然导致索引过大 --虽然减少了回表动作,但增加了索引的大小,意味着查询就要遍历更多的索引块 --建议不要超过3个 admin@ORCL> select * from t where object_id = 20; 执行计划 ---------------------- Plan hash value: 4285561625 ----------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 93 | 2 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 1 | 93 | 2 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX_T_OBJECT_ID | 1 | | 1 (0)| 00:00:01 | ----------------------------------------------------------- admin@ORCL> select object_id from t where object_id = 20; 执行计划 ---------------------- Plan hash value: 2498590897 ------------------------------------------------ | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ------------------------------------------------ | 0 | SELECT STATEMENT | | 1 | 5 | 1 (0)| 00:00:01 | |* 1 | INDEX RANGE SCAN| IDX_T_OBJECT_ID | 1 | 5 | 1 (0)| 00:00:01 | ------------------------------------------------ --Order by 之排序优化 --看来按字段排序,考虑用到索引,也会考虑到null值 SELECT * FROM T ORDER BY OBJECT_ID admin@ORCL> SELECT * FROM T; 已选择50826行。 执行计划 ---------------------- Plan hash value: 1601196873 -------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | -------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 4616K| 163 (3)| 00:00:02 | | 1 | TABLE ACCESS FULL| T | 50826 | 4616K| 163 (3)| 00:00:02 | -------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 4058 consistent gets 0 physical reads 0 redo size 5460695 bytes sent via SQL*Net to client 37653 bytes received via SQL*Net from client 3390 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 50826 rows processed --来看下没有排序,访问T表的资源 admin@ORCL> SELECT * FROM T ORDER BY OBJECT_ID; 已选择50826行。 执行计划 ---------------------- Plan hash value: 961378228 ----------------------------------------------- | Id | Operation | Name | Rows | Bytes |TempSpc| Cost (%CPU)| Time | ----------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 4616K| | 1259 (2)| 00:00:16 | | 1 | SORT ORDER BY | | 50826 | 4616K| 12M| 1259 (2)| 00:00:16 | | 2 | TABLE ACCESS FULL| T | 50826 | 4616K| | 163 (3)| 00:00:02 | ----------------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 704 consistent gets 0 physical reads 0 redo size 2470336 bytes sent via SQL*Net to client 37653 bytes received via SQL*Net from client 3390 SQL*Net roundtrips to/from client 1 sorts (memory) 0 sorts (disk) 50826 rows processed --查看段大小,发现只有6M,而排序段用了12M admin@ORCL> SELECT OWNER, SEGMENT_NAME, BYTES / 1024 / 1024 2 FROM DBA_SEGMENTS 3 WHERE SEGMENT_NAME = 'T' 4 AND OWNER = 'ADMIN'; OWNER SEGMENT_NAME BYTES/1024/1024 ------------------------------ -------------------- --------------- ADMIN T 6 --来看下没有排序的资源消耗,cost为163,排序使用了1259,逻辑读为4058,而排序只使用了704.这点蛮奇怪,但 --真正决定性能的是cost的高低和真实完成的时间(cost右边的时间),Oracle执行计划也是根据cost来决定执行路径 admin@ORCL> SELECT * FROM T; 已选择50826行。 执行计划 ---------------------- Plan hash value: 1601196873 -------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | -------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 4616K| 163 (3)| 00:00:02 | | 1 | TABLE ACCESS FULL| T | 50826 | 4616K| 163 (3)| 00:00:02 | -------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 4058 consistent gets 0 physical reads 0 redo size 5460695 bytes sent via SQL*Net to client 37653 bytes received via SQL*Net from client 3390 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 50826 rows processed --看看索引的cost ALTER TABLE T MODIFY OBJECT_ID NOT NULL; --发现oracle第一次走索引扫描,也会有排序的动作 admin@ORCL> SELECT * FROM T ORDER BY OBJECT_ID; 已选择50826行。 执行计划 ---------------------- Plan hash value: 2718353294 ----------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 4616K| 946 (1)| 00:00:12 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 50826 | 4616K| 946 (1)| 00:00:12 | | 2 | INDEX FULL SCAN | IDX_T_OBJECT_ID | 50826 | | 115 (2)| 00:00:02 | ----------------------------------------------------------- 统计信息 ---------------------- 543 recursive calls 0 db block gets 7749 consistent gets 864 physical reads 0 redo size 5460695 bytes sent via SQL*Net to client 37653 bytes received via SQL*Net from client 3390 SQL*Net roundtrips to/from client 5 sorts (memory) 0 sorts (disk) 50826 rows processed --第二次执行就没有排序动作咯,这点也是有点奇怪噻(5 sorts (memory))。但是走全表扫描排序时,会走SORT ORDER BY 步骤,此步骤会使用 --大约表大小的2倍去排序。此点比较消耗时间 --另外发现使用索引时,逻辑读会大很多,这个是因为走索引,只能通过单个块查询,而全表扫描可以读多个块。 admin@ORCL> SELECT * FROM T ORDER BY OBJECT_ID; 已选择50826行。 执行计划 ---------------------- Plan hash value: 2718353294 ----------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ----------------------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 4616K| 946 (1)| 00:00:12 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 50826 | 4616K| 946 (1)| 00:00:12 | | 2 | INDEX FULL SCAN | IDX_T_OBJECT_ID | 50826 | | 115 (2)| 00:00:02 | ----------------------------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 7666 consistent gets 0 physical reads 0 redo size 5460695 bytes sent via SQL*Net to client 37653 bytes received via SQL*Net from client 3390 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 50826 rows processed --DISTINCT 排重优化 --大多数情况,使用索引消除重复,收效不是太明显。最好从业务上考虑,不保留重复。 UPDATE T SET OBJECT_ID =3 WHERE ROWNUM <=10000; COMMIT; --可以看出,虽然执行计划中,sorts为0.但HASH UNIQUE仍然使用了1M多的空间去重复。 admin@ORCL> SELECT DISTINCT OBJECT_ID FROM T; 已选择40827行。 执行计划 ---------------------- Plan hash value: 1793979440 ----------------------------------------------- | Id | Operation | Name | Rows | Bytes |TempSpc| Cost (%CPU)| Time | ----------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 248K| | 325 (4)| 00:00:04 | | 1 | HASH UNIQUE | | 50826 | 248K| 1208K| 325 (4)| 00:00:04 | | 2 | TABLE ACCESS FULL| T | 50826 | 248K| | 162 (2)| 00:00:02 | ----------------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 704 consistent gets 0 physical reads 0 redo size 598769 bytes sent via SQL*Net to client 30316 bytes received via SQL*Net from client 2723 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 40827 rows processed --修改T为非空 ALTER TABLE T MODIFY OBJECT_ID NULL; --table access full变为index fast full scan,存在hash unique. --cost提高不少。但执行计划没有去除排序 --index fast full scan 会一次性读取多个索引块,而index full scan扫描一次只能读取一个块. --所以 index fast full scan无法排重,而index full scan是可以排重的。 --count(*)和sum无须用到排序,所以一般走 index fast null scan admin@ORCL> SELECT DISTINCT OBJECT_ID FROM T; 已选择40827行。 执行计划 ---------------------- Plan hash value: 2729247865 ------------------------------------------------------------- | Id | Operation | Name | Rows | Bytes |TempSpc| Cost (%CPU)| Time | ------------------------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 248K| | 191 (5)| 00:00:03 | | 1 | HASH UNIQUE | | 50826 | 248K| 1208K| 191 (5)| 00:00:03 | | 2 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 50826 | 248K| | 27 (4)| 00:00:01 | ------------------------------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 186 consistent gets 0 physical reads 0 redo size 598769 bytes sent via SQL*Net to client 30316 bytes received via SQL*Net from client 2723 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 40827 rows processed --强制走索引,效率不如上面 admin@ORCL> SELECT /*+ index(t) */DISTINCT OBJECT_ID FROM T; 已选择40827行。 执行计划 ---------------------- Plan hash value: 503711260 -------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | -------------------------------------------------- | 0 | SELECT STATEMENT | | 50826 | 248K| 278 (4)| 00:00:04 | | 1 | SORT UNIQUE NOSORT| | 50826 | 248K| 278 (4)| 00:00:04 | | 2 | INDEX FULL SCAN | IDX_T_OBJECT_ID | 50826 | 248K| 115 (2)| 00:00:02 | -------------------------------------------------- 统计信息 ---------------------- 0 recursive calls 0 db block gets 2864 consistent gets 0 physical reads 0 redo size 598769 bytes sent via SQL*Net to client 30316 bytes received via SQL*Net from client 2723 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 40827 rows processed /* 几个索引的扫描方式: INDEX FULLL SCAN:扫描一次只读取一个索引块 INDEX FAST FULL SCAN:一次性会读取多个索引块,读取多个数据块不容易保证有序。因此COUNT(*),SUM等不需要排序动作的操作会走INDEX FAST FULL SCAN INDEX FULL SCAN(MIN/MAX):索引扫描最大值和最小值 */ --UNION优化 --看出来UNION会用到排序的步骤 SORT UNIQUE admin@ORCL> SELECT OBJECT_ID FROM T 2 UNION 3 SELECT OBJECT_ID FROM T1; 已选择50890行。 执行计划 ---------------------- Plan hash value: 631167089 --------------------------------------------------------------- | Id | Operation | Name | Rows | Bytes |TempSpc| Cost (%CPU)| Time | --------------------------------------------------------------- | 0 | SELECT STATEMENT | | 101K| 894K| | 471 (62)| 00:00:06 | | 1 | SORT UNIQUE | | 101K| 894K| 3216K| 471 (62)| 00:00:06 | | 2 | UNION-ALL | | | | | | | | 3 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 50826 | 248K| | 27 (4)| 00:00:01 | | 4 | INDEX FAST FULL SCAN| IDX_T1_OBJECT_ID | 50898 | 646K| | 30 (4)| 00:00:01 | --------------------------------------------------------------- Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 305 consistent gets 0 physical reads 0 redo size 736599 bytes sent via SQL*Net to client 37697 bytes received via SQL*Net from client 3394 SQL*Net roundtrips to/from client 1 sorts (memory) 0 sorts (disk) 50890 rows processed --union all不会用到排序动作,对比下cost 471,而UNION ALL 的COST为57 admin@ORCL> SELECT OBJECT_ID FROM T1 2 UNION ALL 3 SELECT OBJECT_ID FROM T; 已选择101617行。 执行计划 ---------------------- Plan hash value: 1727178076 ------------------------------------------------------ | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ------------------------------------------------------ | 0 | SELECT STATEMENT | | 101K| 894K| 57 (50)| 00:00:01 | | 1 | UNION-ALL | | | | | | | 2 | INDEX FAST FULL SCAN| IDX_T1_OBJECT_ID | 50898 | 646K| 30 (4)| 00:00:01 | | 3 | INDEX FAST FULL SCAN| IDX_T_OBJECT_ID | 50826 | 248K| 27 (4)| 00:00:01 | ------------------------------------------------------ Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 7061 consistent gets 0 physical reads 0 redo size 1460206 bytes sent via SQL*Net to client 74899 bytes received via SQL*Net from client 6776 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 101617 rows processed --尝试使用HINT去消除UNION 尝试消除排序段.发现并没有消除掉 --这是会因为两个结果集的筛选,各自的索引当然无法奏效。 admin@ORCL> SELECT /*+ INDEX (T) */OBJECT_ID FROM T 2 UNION 3 SELECT /*+ INDEX (T1) */OBJECT_ID FROM T1; 已选择50890行。 执行计划 ---------------------- Plan hash value: 2084608915 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes |TempSpc| Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 101K| 894K| | 654 (59)| 00:00:08 | | 1 | SORT UNIQUE | | 101K| 894K| 3216K| 654 (59)| 00:00:08 | | 2 | UNION-ALL | | | | | | | | 3 | INDEX FULL SCAN| IDX_T_OBJECT_ID | 50826 | 248K| | 115 (2)| 00:00:02 | | 4 | INDEX FULL SCAN| IDX_T1_OBJECT_ID | 50898 | 646K| | 126 (2)| 00:00:02 | ---------------------------------------------------------- Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 261 consistent gets 0 physical reads 0 redo size 736599 bytes sent via SQL*Net to client 37697 bytes received via SQL*Net from client 3394 SQL*Net roundtrips to/from client 1 sorts (memory) 0 sorts (disk) 50890 rows processed --索引之主外键设计 CREATE TABLE T_P(ID NUMBER,NAME VARCHAR2(30)); --创建主键 ALTER TABLE T_P ADD CONSTRAINT T_P_ID_PK PRIMARY KEY(ID); CREATE TABLE T_C(ID NUMBER,FID NUMBER,NAME VARCHAR2(30)); --创建外键约束 ALTER TABLE T_C ADD CONSTRAINT FK_T_C FOREIGN KEY(FID) REFERENCES T_P(ID); --INSERT 数据 INSERT INTO T_P SELECT ROWNUM,TABLE_NAME FROM ALL_TABLES; INSERT INTO T_C SELECT ROWNUM,MOD(ROWNUM,1000)+1,OBJECT_NAME FROM ALL_OBJECTS; --看下两表join的执行计划 admin@ORCL> SELECT A.ID,A.NAME,B.NAME FROM T_P A,T_C B WHERE A.ID = B.FID AND A.ID = 880; 已选择50行。 执行计划 ---------------------- Plan hash value: 727955870 ------------------------------------------------------ | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ------------------------------------------------------ | 0 | SELECT STATEMENT | | 39 | 2340 | 72 (3)| 00:00:01 | | 1 | NESTED LOOPS | | 39 | 2340 | 72 (3)| 00:00:01 | | 2 | TABLE ACCESS BY INDEX ROWID| T_P | 1 | 30 | 1 (0)| 00:00:01 | |* 3 | INDEX UNIQUE SCAN | T_P_ID_PK | 1 | | 1 (0)| 00:00:01 | |* 4 | TABLE ACCESS FULL | T_C | 39 | 1170 | 71 (3)| 00:00:01 | ------------------------------------------------------ --在T_C表上创建索引,再来看下执行计划 -- CREATE INDEX IDX_T_C_FID ON T_C(FID); admin@ORCL> SELECT A.ID,A.NAME,B.NAME FROM T_P A,T_C B WHERE A.ID = B.FID AND A.ID = 880; 已选择50行。 执行计划 ---------------------- Plan hash value: 4290308465 -------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | -------------------------------------------------------- | 0 | SELECT STATEMENT | | 50 | 2900 | 54 (0)| 00:00:01 | | 1 | NESTED LOOPS | | 50 | 2900 | 54 (0)| 00:00:01 | | 2 | TABLE ACCESS BY INDEX ROWID| T_P | 1 | 30 | 2 (0)| 00:00:01 | |* 3 | INDEX UNIQUE SCAN | T_P_ID_PK | 1 | | 1 (0)| 00:00:01 | | 4 | TABLE ACCESS BY INDEX ROWID| T_C | 50 | 1400 | 52 (0)| 00:00:01 | |* 5 | INDEX RANGE SCAN | IDX_T_C_FID | 50 | | 1 (0)| 00:00:01 | -------------------------------------------------------- --分析下外键约束的危害 --若没有在外键上创建索引,则在做DML操作外键所在的表时,会锁住整个主键表. --删除索引 DROP INDEX IDX_T_C_FID; --删除外键所在的表一条记录,会造成主键所在的表全表锁住。 admin@ORCL> DELETE T_C WHERE ID = 2; 已删除 1 行。 --执行任何DML都会锁住 admin@ORCL> DELETE T_P WHERE ID =2000; --创建索引后,试试看. --这样后,就不会锁住主键所在的表。 CREATE INDEX IDX_T_C_FID ON T_C(FID); admin@ORCL> DELETE T_C WHERE ID = 2; 已删除 1 行。 admin@ORCL> DELETE T_P WHERE ID =2000; 已删除0行。 --尝试删除主键的表的记录 admin@ORCL> DELETE T_P WHERE ID =2; DELETE T_P WHERE ID =2 * 第 1 行出现错误: ORA-02292: 违反完整约束条件 (ADMIN.FK_T_C) - 已找到子记录 --指定ON DELETE CASCADE ALTER TABLE T_C DROP CONSTRAINT FK_T_C; ALTER TABLE T_C ADD CONSTRAINT FK_T_C FOREIGN KEY(FID) REFERENCES T_P(ID) ON DELETE CASCADE; admin@ORCL> DELETE T_P WHERE ID =2; 已删除 1 行。 --再看组合索引 /* 1.适合的场合能避免回表 2.组合列返回越少越高效(过多的字段建立组合索引往往是不可取的,这样索引也必然过大,不宜超过三个) 3.组合索引,对于性能来将,谁放在前面都一样。 4.当时范围查询与等值查询结合时,等值查询列在前,范围查询列在后,这样的组合索引才高效 5.当只是范围查询时,肯定是范围查询的列在前时,查询效率高。 6.建立组合索引时,要考虑单列查询的情况,要把经常查询的列放在组合索引的第一列 */ --测试下第三点 DROP TABLE T PURGE; CREATE TABLE T AS SELECT * FROM DBA_OBJECTS; CREATE INDEX IDX1_OBJECT_ID ON T(OBJECT_ID,OBJECT_TYPE); CREATE INDEX IDX2_OBJECT_ID ON T(OBJECT_TYPE,OBJECT_ID); admin@ORCL> SELECT * FROM T WHERE OBJECT_ID = 20 AND OBJECT_TYPE = 'TABLE'; 执行计划 ---------------------- Plan hash value: 1913591113 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 177 | 2 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 1 | 177 | 2 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX2_OBJECT_ID | 1 | | 1 (0)| 00:00:01 | ---------------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("OBJECT_TYPE"='TABLE' AND "OBJECT_ID"=20) 统计信息 ---------------------- 0 recursive calls 0 db block gets 4 consistent gets 0 physical reads 0 redo size 1198 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --利用hint,测试第二个索引 admin@ORCL> SELECT /*+INDEX(T,IDX1_OBJECT_ID)*/* FROM T WHERE OBJECT_ID = 20 AND OBJECT_TYPE = 'TABLE'; 执行计划 ---------------------- Plan hash value: 2486998213 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 5 | 885 | 2 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 5 | 885 | 2 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX1_OBJECT_ID | 1 | | 1 (0)| 00:00:01 | ---------------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("OBJECT_ID"=20 AND "OBJECT_TYPE"='TABLE') Note ----- - dynamic sampling used for this statement 统计信息 ---------------------- 0 recursive calls 0 db block gets 4 consistent gets 0 physical reads 0 redo size 1198 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --看看组合索引对单列查询的影响 DROP INDEX IDX2_OBJECT_ID; --会用到索引,当查询列在组合索引的前列时 admin@ORCL> SELECT * FROM T WHERE OBJECT_ID = 12; 执行计划 ---------------------- Plan hash value: 2486998213 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 177 | 3 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 1 | 177 | 3 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX1_OBJECT_ID | 1 | | 2 (0)| 00:00:01 | ---------------------------------------------------------- DROP INDEX IDX1_OBJECT_ID; --创建非前缀索引看看,发现并不会走索引 CREATE INDEX IDX2_OBJECT_ID ON T(OBJECT_TYPE,OBJECT_ID); admin@ORCL> SELECT * FROM T WHERE OBJECT_ID = 12; 执行计划 ---------------------- Plan hash value: 1601196873 -------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | -------------------------------------- | 0 | SELECT STATEMENT | | 8 | 1416 | 162 (2)| 00:00:02 | |* 1 | TABLE ACCESS FULL| T | 8 | 1416 | 162 (2)| 00:00:02 | -------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 1 - filter("OBJECT_ID"=12) 统计信息 ---------------------- 0 recursive calls 0 db block gets 704 consistent gets 0 physical reads 0 redo size 1193 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --强制走下索引,对比下效率。发现并不如全表扫描的效率,因为全表扫描会有多块读。 admin@ORCL> SELECT /*+index(t,IDX2_OBJECT_ID)*/* FROM T WHERE OBJECT_ID = 12; 执行计划 ---------------------- Plan hash value: 961656401 ---------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ---------------------------------------------------------- | 0 | SELECT STATEMENT | | 8 | 1416 | 187 (2)| 00:00:03 | | 1 | TABLE ACCESS BY INDEX ROWID| T | 8 | 1416 | 187 (2)| 00:00:03 | |* 2 | INDEX FULL SCAN | IDX2_OBJECT_ID | 190 | | 177 (2)| 00:00:03 | ---------------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("OBJECT_ID"=12) filter("OBJECT_ID"=12) Note ----- - dynamic sampling used for this statement 统计信息 -------------------------------------- 0 recursive calls 0 db block gets 177 consistent gets 0 physical reads 0 redo size 1197 bytes sent via SQL*Net to client 385 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --有序插入与无序插入的执行时间 --当记录有序插入时,索引块的扩展和批量重组是可以批量做的。而无序插入是无法使用批量的。 --所以无序插入执行的速度比有序插入慢很多. /* 索引对DML语句的影响 1.对INSERT影响最大,有百害而无一利,只要有索引,插入就慢,越多越慢。 2.对DELETE语句来说,有好有坏。海量数据中定位删除少量记录时,这个条件列时索引列时必要的。但过多列有索引还是会影响明显。 因为其他列的索引也要因此被更新。在经常需要删除大量记录的时候,危害加剧。 3.对UPDATE语句危害最小,快速定位少量并更新的场景和DELETE类似。 但具体修改某列时候,不会触发其他索引列的维护。 另外在创建索引的过程中,会产生锁,并把整个表锁住。任何该表的DML操作都将会被阻止。 这是因为建索引时,需要把索引列的列值全部取出来,加上锁是为了避免此时的列值被更新。 */ --如何监控索引 alter index index_name monitoring usage; --查看索引使用情况,进行跟踪 select * from v$object_usage; --停止监控 alter index index_name nomonitoring usage;